{"id":"W2153695811","doi":"10.1097/ede.0000000000000136","title":"Elemental Composition of Particulate Matter and the Association with Lung Function","year":2014,"lang":"en","type":"review","venue":"Epidemiology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council","keywords":"Particulates; Confounding; Confidence interval; Vital capacity; Lung function; Linear regression; Medicine; Chemistry; Animal science; Lung; Internal medicine; Diffusing capacity; Mathematics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036725,0.0007614528,0.001016283,0.001406425,0.0001927464,0.001065218,0.0006799511,0.0008767609,0.0008283996],"category_scores_gemma":[0.008062167,0.0003306498,0.003229757,0.001600703,0.0005434873,0.000269709,0.0005016431,0.0006418264,0.0001096755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672438,"about_ca_system_score_gemma":0.0005096071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003549204,"about_ca_topic_score_gemma":0.002614352,"domain_scores_codex":[0.9983499,0.0007917471,0.0002037049,0.0003417478,0.0002385118,0.00007438957],"domain_scores_gemma":[0.9938745,0.004095931,0.001219383,0.0003563472,0.0003385587,0.0001151835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004308439,0.0001597414,0.8586523,0.006932624,0.09689955,0.0002096551,0.00009856031,0.002897229,0.00251256,0.0003211487,0.0005935711,0.0264146],"study_design_scores_gemma":[0.0004422778,0.001213901,0.886981,0.001551497,0.09964117,0.000480607,0.00009100974,0.002471189,0.002342867,0.001255747,0.003493412,0.00003534093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5803096,0.4134516,0.00213976,0.001162778,0.0002426638,0.00005336501,0.001395356,0.00006993323,0.001174928],"genre_scores_gemma":[0.9584211,0.0393982,0.00095951,0.0002655135,0.000172008,0.00004009109,0.0005037446,0.0000122101,0.0002276235],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0036725,"threshold_uncertainty_score":0.01942223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06078876546885725,"score_gpt":0.3705919199252835,"score_spread":0.3098031544564262,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}